Sparse Autoencoder for Mechanistic Interpretability
☆296Jul 20, 2024Updated last year
Alternatives and similar repositories for sparse_autoencoder
Users that are interested in sparse_autoencoder are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Using sparse coding to find distributed representations used by neural networks.☆304Nov 10, 2023Updated 2 years ago
- Training Sparse Autoencoders on Language Models☆1,389Updated this week
- ☆135Oct 28, 2023Updated 2 years ago
- ☆588Jul 19, 2024Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆259Feb 27, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Sparsify transformers with SAEs and transcoders☆720Apr 27, 2026Updated 3 weeks ago
- Sparse Autoencoder Training Library☆57May 1, 2025Updated last year
- ☆416Aug 21, 2025Updated 9 months ago
- ☆214Oct 14, 2025Updated 7 months ago
- A quick way to get started with Transformer Lens☆14Dec 13, 2023Updated 2 years ago
- A library for mechanistic interpretability of GPT-style language models☆3,424May 15, 2026Updated last week
- Mechanistic Interpretability Visualizations using React☆348Apr 30, 2026Updated 3 weeks ago
- Sparse probing paper full code.☆68Dec 17, 2023Updated 2 years ago
- ☆166May 1, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Decoder only transformer, built from scratch with PyTorch☆33Oct 22, 2023Updated 2 years ago
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆930Updated this week
- ☆26Dec 20, 2023Updated 2 years ago
- ☆103May 11, 2026Updated 2 weeks ago
- ☆284Oct 1, 2024Updated last year
- A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations☆17Apr 15, 2024Updated 2 years ago
- ☆60Nov 19, 2024Updated last year
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆216Updated this week
- Code to reproduce key results accompanying "SAEs (usually) Transfer Between Base and Chat Models"☆13Jul 18, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆29Apr 4, 2024Updated 2 years ago
- Accompanying codebase for neuroscope.io, a website for displaying max activating dataset examples for language model neurons☆13Feb 13, 2023Updated 3 years ago
- Steering Llama 2 with Contrastive Activation Addition☆231May 23, 2024Updated 2 years ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆306Jan 22, 2026Updated 4 months ago
- A very hacky set of functions for getting plotly to do what I want when doing mech interp research, designed to be compatible with PyTorc…☆13Jun 16, 2023Updated 2 years ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆30May 23, 2024Updated 2 years ago
- Code Release for the 2023 NeurIPS Paper How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained langua…☆17Dec 6, 2024Updated last year
- ☆22Feb 13, 2026Updated 3 months ago
- ☆38Apr 30, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Open source replication of Anthropic's Crosscoders for Model Diffing☆66Oct 27, 2024Updated last year
- ☆20Nov 15, 2024Updated last year
- Tools for understanding how transformer predictions are built layer-by-layer☆589Aug 7, 2025Updated 9 months ago
- ☆107Aug 8, 2024Updated last year
- ☆1,080Mar 6, 2024Updated 2 years ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆256Updated this week
- A tiny easily hackable implementation of a feature dashboard.☆16Oct 21, 2025Updated 7 months ago